High-Rate Mixout: Revisiting Mixout for Robust Domain Generalization

Computer Science

• Regularization 100%
• Computational Cost 100%
• Residual Neural Network 100%
• Pre-Trained Model 100%
• Gradient Computation 100%
• Picture Archiving and Communication System (Medical Imaging) 100%
• Probability 100%

Keyphrases

• Domain Generalization 100%
• Dropout 40%
• ResNet 40%
• Adaptation 20%
• Overfitting 20%
• Distribution Shift 20%
• Computational Cost 20%
• Deactivation 20%
• Regularization Method 20%
• Ensemble Methods 20%
• Multiple Models 20%
• Model Training 20%
• Computational Overhead 20%
• Memory Usage 20%
• Out-of-domain 20%
• Fine-tuned Model 20%
• Common Strategies 20%
• Five Domains 20%
• Unseen Domain 20%
• Gradient Computation 20%
• Pretrained Weights 20%
• Training Cost 20%
• Stochastic Regularization 20%
• Pre-Trained Parameters 20%
• Masking Probability 20%
• Gradient Memory 20%
• Critical Representation 20%